Ben Frederickson

Sampling profiler for Python programs

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Area proportional Venn and Euler diagrams in JavaScript

A library that sits on top of RAPIDS cuDF library providing a range of benefits for processing extremely large tabular datasets, particularly those that don't fit in GPU or CPU memory. The highlights of NVTabular’s capabilities are fast terabyte-scale data preparation and accelerated tabular data loading, all on GPU, which streamline the first step for both training and inference to any deep recommender system pipelines.

RAFT contains fundamental widely-used algorithms and primitives for data science, graph and machine learning.

cuVS - RAPIDS vector search library

Unconstrained function minimization in Javascript

code snippets from my blog

Trending Programming Languages ranked by GitHub Users

Cross platform process information in Rust

Classic Multidimensional scaling code in Javascript

A python package for demangling C++ linker symbols

Code to generate abstract flowers using Simplex Noise

A D3 plugin to draw contour plots of 2D functions.

nmsbind: pybind11 bindings for the Non-Metric Space Library (NMSLIB)

Parses information from setup.py files, without trusting or installing the package

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A basic d3 slider component

Docker images for compiling static Rust binaries using musl-cross

Slides from presentations I've given

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cuDF - GPU DataFrame Library

Benchmarks of approximate nearest neighbor libraries in Python

Reusable GitHub Actions workflows for RAPIDS CI

A library for efficient similarity search and clustering of dense vectors.

The C++ parallel algorithms library.

Cooperative primitives for CUDA C++.

cuGraph - RAPIDS Graph Analytics Library

cuML - RAPIDS Machine Learning Library

Python coredumps for testing py-spy

NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocessing to training deep learning models and running inference in production.

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

Efficient Top-K implementation on the GPU

Data for use in rbspy tests and benchmarks :-)

HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training

Sampling profiler for Ruby

A conda-smithy repository for implicit.

Non-Metric Space Library (NMSLIB): A similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.

A conda-smithy repository for arrow-cpp.

RAPIDS Memory Manager